[Q24-Q47] Dumps for Free ServiceNow CIS-PA Practice Exam Questions [Aug 22, 2026]

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Dumps for Free ServiceNow CIS-PA Practice Exam Questions [Aug 22, 2026] 

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ServiceNow CIS-PA Exam Syllabus Topics:

TopicDetails
Topic 1
  • Data Collection: This domain explains how Performance Analytics gathers and processes data, including collection flow, configuration properties, and troubleshooting collection issues.
Topic 2
  • Configure Indicators and Indicator Sources: This domain addresses creating and configuring indicators (performance metrics), including source conditions, fact tables, indicator types, properties, and aggregation scripts.
Topic 3
  • Administration and Solutions: This domain covers administrative tasks using the Admin Console and accelerating deployment with pre-built Content Packs.
Topic 4
  • Perform Diagnostics and Troubleshooting: This section addresses identifying and resolving issues using Spotlight diagnostic tools to monitor system health and performance.

 

NEW QUESTION # 24
What happens when you select a predefined filter condition in the data source selection screen?

  • A. The filter is saved and it will be automatically applied in future uses of the same data source
  • B. The filter is applied and it can be refined under the Conditions section
  • C. The filter is applied and the data source is automatically selected
  • D. The data source is automatically selected without any further options

Answer: B

Explanation:
When a predefined filter condition is selected during data source configuration, Platform Analytics applies the filter immediately and displays it in the Conditions section, where it can be reviewed, modified, or extended.
This allows administrators to start with a standard filter and refine it to meet specific analytics requirements.
The filter is not automatically saved for future use, nor does it automatically select the data source without user confirmation. ServiceNow documentation clarifies that predefined filters act as starting templates, not locked or persistent filters. Administrators retain full control to adjust conditions before saving the indicator or data source. Therefore, option D accurately describes the behavior.


NEW QUESTION # 25
What happens whenCollect recordsis enabled on an Automated Indicator form?

  • A. A list of sys_ids is stored during collection to allow drill down to records
  • B. An exact copy of the matching records is retained for future reference
  • C. An ad-hoc job runs to collect the scores immediately for testing purposes
  • D. A preview of the records that match the condition is displayed

Answer: A

Explanation:
WhenCollect recordsis enabled on an Automated Indicator, Platform Analytics stores thesys_ids of the recordsthat contributed to each indicator score at collection time. This capability enablesdrill-down functionality, allowing users to view the exact records behind a score directly from analytics widgets and dashboards. Importantly, Platform Analytics doesnot store full copies of records-only the identifiers- ensuring historical accuracy while maintaining storage efficiency.
Option A describes thepreview featureavailable when defining indicator conditions, not record collection.
Option B refers tomanual data collection, which is triggered separately. Option C is incorrect because Platform Analytics does not retain full record snapshots. ServiceNow documentation clearly states that enabling Collect records allows analytics users to drill into the contributing records for any given score, making option D the correct and precise answer.


NEW QUESTION # 26
What specifies thebase table and fieldused to uniquely identify elements in aBreakdown Source?

  • A. Facts table and Sys ID field
  • B. Related List Conditions and Field Labels
  • C. Indicator Configuration and Target Value
  • D. Manual Indicator and Scoresheet

Answer: A

Explanation:
A Breakdown Source relies on theFacts tableand aunique identifier field (typically the Sys ID)to define how breakdown elements are generated and linked to indicator scores. The Facts table specifies where the breakdown data originates, while the Sys ID field uniquely identifies each breakdown element.
Related list conditions and labels do not define uniqueness. Indicator configuration and targets are unrelated to breakdown structure. Manual indicators and scoresheets are not involved in breakdown sourcing.
ServiceNow documentation clearly states that the Facts table and unique identifier are foundational to Breakdown Source configuration, making option B the correct answer.


NEW QUESTION # 27
Which type of Indicator allows enablingShow real-time score?

  • A. Non-scripted Automated Indicator
  • B. Scripted Automated Indicator
  • C. Formula Indicator
  • D. Manual Indicator

Answer: A

Explanation:
TheShow real-time scoreoption is available only fornon-scripted Automated Indicators. These indicators are based on standard indicator sources and conditions that can be safely recalculated on demand without scripting complexity.
Scripted automated indicators and formula indicators depend on stored historical values and custom logic, which cannot be reliably recalculated in real time. Manual indicators rely on user-entered values and also do not support real-time calculation. ServiceNow documentation explicitly limits real-time scoring to non- scripted automated indicators to preserve performance and data integrity. Therefore, option D is the correct answer.


NEW QUESTION # 28
Which statements describe the respective Performance Analytics object behavior?

  • A. Breakdowns require a Breakdown Mapping to be added to an Automated Indicator
  • B. The frequency of an Indicator can differ from that of an Indicator Source
  • C. Data collection must be completed before assigning Breakdowns to an Indicator
  • D. Indicator Sources with a Monthly frequency can still be collected in a Daily job

Answer: B,D

Explanation:
In ServiceNow Performance Analytics,Indicator SourcesandIndicatorsare distinct objects with different responsibilities, and understanding their behavior is essential for correct architecture and deployment.
Option A is correct.
Indicator Sources definehowandwhen raw data is queried, but they can be reused by multiple data collection jobs. Even if an Indicator Source is configured with aMonthly frequency, it can still be executed by aDaily data collection job. The job frequency controls execution timing, not the source frequency itself. This reuse is a documented performance optimization in Platform Analytics.
Option C is correct.
TheIndicator frequency is independent of the Indicator Source frequency. For example, an Indicator Source may collect daily raw data, while the Indicator aggregates and stores scores weekly or monthly. This separation allows flexible aggregation strategies and is explicitly supported by Platform Analytics design.
Option B is incorrectbecause Breakdowns require aBreakdown Mapping, but they are not inherently tied only to Automated Indicators, nor is this statement describing object behavior accurately in isolation.
Option D is incorrectbecause Breakdowns can be assigned to an Indicatorbefore or after data collection; they are applied when the next collection runs.


NEW QUESTION # 29
What does the"Allow formula component to be NULL"setting for aFormula Indicatordo?

  • A. It always returns zero if any component is NULL
  • B. It converts NULL values to zero
  • C. It allows components to be NULL without aborting the formula
  • D. It skips the formula calculation if any component is NULL

Answer: C

Explanation:
TheAllow formula component to be NULLsetting controls how a Formula Indicator behaves when one or more component indicators return NULL values. When enabled, the formula continues to calculate using the available components instead of aborting the calculation.
If this setting is disabled and any component returns NULL, the entire formula result becomes NULL. The setting does not automatically convert NULLs to zero, nor does it skip calculation entirely. ServiceNow documentation explains that this option provides flexibility in environments where some component indicators may not have data for every period, ensuring the formula can still produce meaningful results.
Therefore, option D accurately describes the behavior.


NEW QUESTION # 30
Which data is loaded when you view aPerformance Analytics Dashboard?

  • A. Only widgets configured on the current tab
  • B. Only widgets configured on the current tab that are visible without scrolling
  • C. All widgets on all dashboard tabs
  • D. Only the widgets shown by the current view rule

Answer: A

Explanation:
When a Performance Analytics dashboard is opened, ServiceNow loadsonly the widgets configured on the currently active tab. Widgets on other tabs are not loaded until the user clicks those tabs. This behavior is intentional and supportsperformance optimization, especially for dashboards containing many analytics widgets or complex queries.
Widgets are not limited by view rules alone, and ServiceNow does not preload widgets from all tabs.
Additionally, widgets that require scrolling are still loaded as long as they are part of the active tab.
ServiceNow documentation confirms that dashboard widgets are loadedper tab, reducing unnecessary data processing and improving load times. Therefore, option A is the correct and documented behavior.


NEW QUESTION # 31
When creating a breakdown on the age of a task, which table can be used as the Facts table of the Breakdown Source?

  • A. Bucket Group
  • B. Choice [sys_choice]
  • C. Task [task]
  • D. Bucket [pa_buckets]

Answer: D

Explanation:
When creating a breakdown based on theage of a task, the correctFacts tablefor the Breakdown Source is Bucket [pa_buckets]. In Platform Analytics, age-based breakdowns (such as 0-5 days, 6-10 days, etc.) are not derived directly from the Task table. Instead, they usebucketed data, which is generated bybucket groups during data collection.
Thepa_bucketstable stores the calculated bucket values for records at collection time, making it the authoritative facts table for age, duration, and numeric range breakdowns. Bucket Groups define how values are grouped, while the Bucket table stores the actual bucket assignments used in analytics. The Task table itself cannot be used as the facts table for age breakdowns because Platform Analytics requires pre- aggregated, time-aware bucket data to ensure historical accuracy. The Choice table is only used for choice list values and is unrelated to numeric or age-based breakdowns. ServiceNow documentation clearly states that bucket-based breakdowns must reference thepa_bucketstable to function correctly and produce accurate time series analytics.


NEW QUESTION # 32
How candashboard filtersretain their values acrosslogins and page refreshes?

  • A. By setting the filter as a Favorite in the user's page settings
  • B. By applyingsession-based persistence
  • C. By configuring the filter to apply to the entire dashboard
  • D. By setting the filter as a global default

Answer: B

Explanation:
Dashboard filters retain their values across page refreshes and user navigation throughsession-based persistence. When this option is enabled, filter selections are stored for the duration of the user's session and automatically reapplied as the user navigates or refreshes the page.
Favorites and global defaults define starting values, not persistence behavior. Applying a filter to the entire dashboard controls scope, not retention. ServiceNow documentation explains that session persistence is the mechanism that maintains filter state, making option C the correct answer.


NEW QUESTION # 33
Which Breakdown is most likely to use a Bucket Group as its Breakdown Source?

  • A. Business Service
  • B. Priority
  • C. Hour of day
  • D. Assignment Group

Answer: C

Explanation:
A Bucket Group is used in Platform Analytics to categorize numeric or time-based values into ranges. The Hour of day breakdown is a classic example of this usage, as it groups records into defined hourly ranges (for example, 00-01, 01-02, and so on).
Priority, Business Service, and Assignment Group are categorical fields that use direct field mappings and do not require bucket logic. Bucket Groups are specifically intended for non-categorical data such as time, age, duration, or numeric ranges. ServiceNow documentation explicitly identifies time-based breakdowns, such as hour of day or age ranges, as appropriate use cases for Bucket Groups. Therefore, option A is the correct answer.


NEW QUESTION # 34
Which configuration confirms that anAutomated Breakdownis using aBucket Group?

  • A. The Facts table of the Breakdown is set to [pa_buckets]
  • B. The Default elements filter of the Breakdown specifies the Bucket Groups
  • C. The Related list conditions of the Breakdown Source identify the Bucket Groups
  • D. The Facts table of the Breakdown Source is set to [pa_buckets]

Answer: D

Explanation:
An Automated Breakdown is confirmed to be using aBucket Groupwhen theFacts table of the Breakdown Sourceis set toBucket [pa_buckets]. Bucket Groups define how numeric or duration values are grouped, but the actual bucketed analytics data is stored in thepa_bucketstable during data collection.
The Breakdown Source is responsible for defining where the breakdown facts originate. If its Facts table is pa_buckets, this indicates that the breakdown is based on bucketed values generated by a Bucket Group. The Breakdown record itself does not define the facts table, and default element filters or related list conditions do not establish the use of bucket data.
ServiceNow Platform Analytics documentation clearly states that all bucket-based breakdowns must reference pa_bucketsat the Breakdown Source level, making option C the correct and definitive answer.


NEW QUESTION # 35
What does the number of"Inserts"represent in aJob Logrecord?

  • A. The number of Indicator Source records examined
  • B. The number of incidents inserted into the instance yesterday
  • C. The sum of the stored scores
  • D. The number of Performance Analytics scores stored

Answer: D

Explanation:
In a Performance AnalyticsJob Log, theInsertsvalue represents the number ofanalytics score records written to the databaseduring that job run. These inserts typically correspond to new indicator scores added to theIndicator Factstable.
This value does not represent business records such as incidents, nor does it indicate how many source records were evaluated. Records examined and calculations performed may be far greater than the number of inserts, as only final score results are stored. ServiceNow documentation confirms that Job Log insert counts reflect stored analytics results, making option B the correct interpretation.


NEW QUESTION # 36
How manySQL queriesare executed during a30-day historical collectionif all10 indicatorsin the historical collection share thesame daily indicator source?

  • A. 0
  • B. 1
  • C. 2
  • D. 3

Answer: D

Explanation:
Platform Analytics optimizes historical data collection by executingone query per indicator source per day, regardless of how many indicators reference that source. If 10 indicators share the same daily indicator source, the system executesonly one SQL query per day, not one per indicator.
Over a 30-day historical collection period, this results in30 SQL queries total. This optimization significantly reduces database load and improves performance. ServiceNow documentation explicitly highlights this behavior as a best-practice advantage of reusing indicator sources. Therefore, option C is the correct and documented answer.


NEW QUESTION # 37
An Indicator stores the value42502.
If thePrecisionis set to2, what is displayed in aScore widget?

  • A. 4,250.20
  • B. 4.25k
  • C. 0
  • D. 42,502.00

Answer: B

Explanation:
In Platform Analytics score widgets, thePrecisionsetting controls how numeric values areabbreviated and roundedfor display. When precision is set to2, large numbers are displayed usingcompact notation(such ask for thousands) with two significant digits.
A stored value of42,502is therefore displayed as4.25k, improving readability while preserving meaningful precision. Full numeric formatting or fixed decimal display is not the default behavior for score widgets.
ServiceNow documentation confirms that precision affectsabbreviated score presentation, making optionB the correct answer.


NEW QUESTION # 38
Where areNext Experience DashboardsandData Visualizationscreated?

  • A. In the Analytics Center
  • B. In Analytics Administration
  • C. In the Analytics Hub
  • D. In Reports Administration

Answer: A

Explanation:
Analytics Centeris the workspace used to create and manageNext Experience DashboardsandData Visualizations. It provides a unified interface for building modern, interactive analytics experiences, including metric visualizations, time series, breakdown views, and dashboards.
Analytics Hub is primarily used forviewing and exploring existing analytics, not creating them. Reports Administration and Analytics Administration serve different purposes and do not support Next Experience dashboard creation. ServiceNow documentation explicitly identifies Analytics Center as the creation and management environment for Next Experience analytics content, making option D the correct answer.


NEW QUESTION # 39
What is the purpose of aBreakdown Source?

  • A. It identifies unique breakdown elements for classification
  • B. It specifies which indicators are available to a breakdown
  • C. It specifies the options available for non-categorical data
  • D. It defines a default elements filter

Answer: A

Explanation:
ABreakdown Sourcedefines how data isclassified into distinct breakdown elementsfor analysis. It identifies the table and field (or script) used to generate the unique values-such as categories, priorities, assignment groups, or buckets-that segment indicator scores.
Default element filters are configured on the Breakdown, not the Breakdown Source. Indicators are linked to Breakdowns through Breakdown Mappings, not selected at the source level. While bucket-based sources support non-categorical data, their core purpose remains identifying unique breakdown elements. ServiceNow documentation emphasizes that the Breakdown Source is responsible for definingwhere breakdown values come from and how they are identified, making option C the correct answer.


NEW QUESTION # 40
Breakdown element security is configured in the properties of which object?

  • A. Breakdown Source
  • B. Manual Breakdown
  • C. Automated Breakdown
  • D. Automated Indicator

Answer: C

Explanation:
Breakdown element securitydetermines which users are allowed to see specific breakdown elements (such as certain categories or values) when viewing analytics data. In Platform Analytics, this security is configured directly on theAutomated Breakdownrecord.
Automated Breakdowns include properties that allow administrators to defineelement-level access control, typically by specifyingrolesthat are required to view certain breakdown elements. This ensures sensitive analytics data is only visible to authorized users. The Breakdown Source defines how data is mapped and categorized but does not control visibility. Automated Indicators control score collection and aggregation, not breakdown element security. Manual Breakdowns are static and do not support dynamic element security in the same way.
ServiceNow documentation explicitly states that breakdown element security settings-such as restricting elements by role-are part of theAutomated Breakdown configuration, making option D the correct answer.


NEW QUESTION # 41
Choose 2 options.
Which types ofcalendarsare supported on anIndicator Source?

  • A. Custom Calendar
  • B. Standard Calendar
  • C. Resource Calendar
  • D. Fiscal Calendar
  • E. Docket Calendar

Answer: A,B

Explanation:
Indicator Sources in Platform Analytics supportStandard calendarsandCustom calendarsto control how data collection aligns with business time definitions. TheStandard Calendaruses regular system time, while Custom Calendarsallow organizations to define business-specific working days, holidays, and schedules.
Fiscal calendars are used for financial reporting but are not supported directly by Indicator Sources. Resource and Docket calendars are unrelated to analytics collection. ServiceNow documentation explicitly states that Indicator Sources rely on standard or custom calendars for accurate time-based aggregation, making optionsB and Ethe correct answers.


NEW QUESTION # 42
InKPI Details, what happens when an indicator isforecasted to hit a future target?

  • A. A new target is automatically set as an improvement of the current target
  • B. The KPI status is set toOn Track
  • C. The target owner is prompted to set a new Target Review date
  • D. A comment is automatically generated

Answer: B

Explanation:
In KPI Details, Platform Analytics usesforecastingto predict whether an indicator is likely to meet its defined target within the specified timeframe. When the forecast shows that the indicator is expected to reach the target, theKPI status is automatically set to "On Track." This status update helps stakeholders quickly assess performance without manual interpretation of trend lines.
Platform Analytics does not automatically create new targets, generate comments, or prompt target owners to change review dates as part of the forecasting process. Those actions remain manual and governed by performance review practices. ServiceNow documentation explains that KPI status reflects the relationship between current performance, targets, and forecasted trends, making option C the correct answer.


NEW QUESTION # 43
Which role allows forcreating and configuring Indicators, Breakdowns, and managing Data Collection?

  • A. PA Admin
  • B. PA Data Collector
  • C. PA Power User
  • D. PA Contributor

Answer: A

Explanation:
ThePA Adminrole provides full administrative access to Platform Analytics. Users with this role cancreate and configure indicators, definebreakdowns and breakdown sources, managedata collection jobs, activate content packs, and administer analytics security and settings.
PA Contributors typically create content within limited scopes, while PA Power Users focus on analysis and dashboards rather than core configuration. The PA Data Collector role is limited to running data collection jobs. ServiceNow documentation clearly identifiesPA Adminas the role required for full analytics configuration and administration, making option B the correct answer.


NEW QUESTION # 44
When configuring a newMetric Definitionto track theduration an incident is assigned to a specific group, whichtypeshould be selected?

  • A. Field value duration
  • B. Script calculation
  • C. Assignment group
  • D. State change

Answer: A

Explanation:
To track how long an incident remains assigned to a specific group, the correct Metric Definition type isField value duration. This type measures the amount of time a record spends with a particular value in a specified field, such as assignment_group.
State change metrics track transitions between states, not time spent in a field value. Script calculations are used only when duration cannot be calculated through standard field tracking. "Assignment group" is a field, not a metric type. ServiceNow documentation specifies that Field value duration metrics are designed for tracking time spent in a given field value, making option A the correct choice.


NEW QUESTION # 45
You see this error in aBreakdown Source:

Which action resolves the issue?

  • A. EnableDC active. Modify the Breakdown Source conditions to reduce the returned elements list below the system property setting.
  • B. Delete and recreate the Breakdown Source.
  • C. EnableDC active. Nothing more is required.
  • D. EnableDC active. Modify system properties to increase the maximum number of breakdown elements that can be included in data collection.

Answer: A

Explanation:
In ServiceNow Platform Analytics, aBreakdown Sourceis automatically disabled when the number of generated breakdown elements exceeds themaximum element limitdefined in system properties (for example, properties controlling the maximum allowed breakdown elements during data collection). This safeguard exists to protect system performance and prevent excessive storage and processing during data collection jobs.
When this error occurs, therecommended and documented resolutionisnotto increase the system property arbitrarily. Increasing the global limit can negatively impact performance across all analytics workloads and is discouraged unless there is a strong architectural justification.
Instead, ServiceNow best practice is torefine the Breakdown Source conditions-for example, by adding filters, narrowing scope, or excluding unnecessary records-so that the number of returned elements falls below the configured system threshold. Once the conditions are optimized, you can safely re-enableDC active, and the breakdown will participate in data collection successfully.
Simply re-enabling DC active without reducing elements will cause the breakdown to be disabled again, and deleting/recreating the source does not address the root cause. Therefore,option Dis the correct and fully supported resolution according to ServiceNow Platform Analytics documentation and best practices.


NEW QUESTION # 46
What is thedefault Access Controlfor anew Indicator?

  • A. Visible to Everyone, Visible by All Roles is False, role required is pa_admin
  • B. Visible to Just Me, Visible by All Roles is False
  • C. Visible to Everyone, Visible by All Roles is True
  • D. Visible to Just Me, Visible by All Roles is False, role required is pa_admin

Answer: B

Explanation:
By default, a newly created Platform Analytics indicator isVisible to Just Me, andVisible by All Rolesis set toFalse. This ensures that indicators are private to their creator until explicitly shared.
No role is required by default, and visibility must be intentionally expanded by updating the access control settings. This design supports governance and prevents incomplete or experimental indicators from being exposed prematurely. ServiceNow documentation confirms this default behavior, making option A the correct answer.


NEW QUESTION # 47
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